Scientific Data Analysis using Jython Scripting and Java

• Κύριος συγγραφέας: Chekanov, Sergei V. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2010.
• Σειρά: Advanced Information and Knowledge Processing,
• Θέματα: Computer science.; Programming languages (Electronic computers).; Database management.; Data mining.; Computer Science.; Database Management.; Data Mining and Knowledge Discovery.; Programming Languages, Compilers, Interpreters.; Computer Science, general.

Scientific Data Analysis using Jython Scripting and Java presents practical approaches for data analysis using Java scripting based on Jython, a Java implementation of the Python language. The chapters essentially cover all aspects of data analysis, from arrays and histograms to clustering analysis,...

Πίνακας περιεχομένων:

• Jython, Java and jHepWork
• to Jython
• Mathematical Functions
• One-dimensional Data
• Two-dimensional Data
• Multi-dimensional Data
• Arrays, Matrices and Linear Algebra
• Histograms
• Random Numbers and Statistical Samples
• Graphical Canvases
• Input and Output
• Miscellaneous Analysis Issues Using jHepWork
• Data Clustering
• Linear Regression and Curve Fitting
• Neural Networks
• Steps in Data Analysis
• Real-life Examples.